A new kind of fuzzy particle swarm optimization FUZZY_PSO algorithm

被引：0
|
作者：
Wang, Bo [1 ]
Liang, GuoQiang [1 ]
Wang, ChanLin [1 ]
Dong, YunLong [1 ]
机构：
[1] Naval Aeronaut Engn Inst, Yantai 264001, Peoples R China
来源：
ISSCAA 2006: 1ST INTERNATIONAL SYMPOSIUM ON SYSTEMS AND CONTROL IN AEROSPACE AND ASTRONAUTICS, VOLS 1AND 2 | 2006年
关键词：
D O I：
暂无
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
The important condition of fully utilizing the PSO algorithm is to keep the harmony between searching in detail and exploring a new area. In this paper, based on the fuzzy set theory and the relation between individual and colony, a fuzzy control variety method and a PSO algorithm are introduced to cover the shortage of control variety methods. The simulation for the test function shows: compared with the contrast method., the FUZZY_PSO algorithm has the better convergence accuracy and faster evolution velocity.
引用
收藏
页码：309 / +
页数：2
相关论文
共 50 条
  • [1] A New Kind of PSO-Convergent Fuzzy Particle Swarm Optimization and Performance Analysis
    Meng, Xuelei
    Jia, Limin
    [J]. NCM 2008: 4TH INTERNATIONAL CONFERENCE ON NETWORKED COMPUTING AND ADVANCED INFORMATION MANAGEMENT, VOL 2, PROCEEDINGS, 2008, : 102 - 107
  • [2] Fuzzy PSO: A generalization of particle swarm optimization
    Abdelbar, AM
    Abdelshahid, S
    Wunsch, DC
    [J]. PROCEEDINGS OF THE INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), VOLS 1-5, 2005, : 1086 - 1091
  • [3] A New Opinion Mining Method based on Fuzzy Classifier and Particle Swarm Optimization (PSO) Algorithm
    Bordbar, Samira
    Shamsinejad, Pirooz
    [J]. CYBERNETICS AND INFORMATION TECHNOLOGIES, 2018, 18 (02) : 36 - 50
  • [4] Fuzzy Particle Swarm Optimization Algorithm
    Tian, Dong-ping
    Li, Nai-qian
    [J]. FIRST IITA INTERNATIONAL JOINT CONFERENCE ON ARTIFICIAL INTELLIGENCE, PROCEEDINGS, 2009, : 263 - 267
  • [5] A NEW KIND OF PSO: PREDATOR PARTICLE SWARM OPTIMIZATION
    Neshat, Mehdi
    Sargolzaei, Mehdi
    Masoumi, Azra
    Najaran, Adel
    [J]. INTERNATIONAL JOURNAL ON SMART SENSING AND INTELLIGENT SYSTEMS, 2012, 5 (02): : 521 - 539
  • [6] Setup of a New Adaptive Fuzzy Particle Swarm Optimization Algorithm
    Roy, Nicolas
    Beauthier, Charlotte
    Mayer, Alexandre
    [J]. 2022 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION (CEC), 2022,
  • [7] Fuzzy neural network optimization by a particle swarm optimization algorithm
    Ma, Ming
    Zhang, Li-Biao
    Ma, Jie
    Zhou, Chun-Guang
    [J]. ADVANCES IN NEURAL NETWORKS - ISNN 2006, PT 1, 2006, 3971 : 752 - 761
  • [8] Fuzzy Supervised Clustering Algorithm with the Particle Swarm Optimization
    Lin, Yuan-horng
    Yih, Jeng-ming
    Wu, Shin-hua
    [J]. 2018 INTERNATIONAL CONFERENCE ON COMPUTER, COMMUNICATION AND NETWORK TECHNOLOGY (CCNT 2018), 2018, 291 : 22 - 26
  • [9] Fuzzy inspection of fabric defects based on Particle Swarm Optimization (PSO)
    Liu, Juan
    Ju, Hui
    [J]. ROUGH SETS AND KNOWLEDGE TECHNOLOGY, 2008, 5009 : 700 - 706
  • [10] A new particle swarm optimization algorithm for fuzzy optimization of armored vehicle scheme design
    Kan Wang
    Yu Jun Zheng
    [J]. Applied Intelligence, 2012, 37 : 520 - 526
12345